Fabcon Europe 26
Conference Sessions
AI & Data Agents
Data Science in Fabric
From Notebook to Bedside: Building a Clinical Risk Prediction Pipeline in Fabric
Business Decision Maker
/ Data Scientist
/ Developer Decision Maker
Level 300
SPEAKERS
Audrius Šaras
KPMG
Manu Huygens
KPMG
ABOUT THE SESSION
In regulated domains like healthcare, model accuracy is only the entry ticket – trust, interpretability, and governed delivery are what get predictions into real decisions. This session walks through an end-to-end Fabric pattern for clinical risk prediction: Lakehouse ingestion, handling missing data and class imbalance, interpretable models with EBM and SHAP, and surfacing risk scores to end users through a Fabric Data Agent grounded in Fabric IQ.
MEET THE SPEAKERS
Audrius Šaras
KPMG
Manu Huygens
KPMG
